@saehrimnir/druidjs / ParametersLLE
Interface: ParametersLLE
Defined in: dimred/index.js:104
Properties
| Property | Type | Description | Defined in |
|---|---|---|---|
d? | number | the dimensionality of the projection. | dimred/index.js:106 |
eig_args? | Partial<EigenArgs> | Parameters for the eigendecomposition algorithm. | dimred/index.js:113 |
knn? | | KNN<number[] | Float64Array<ArrayBufferLike>, any> | null | Index used to find the neighbors. If null, a KDTree or BallTree is built, depending on the metric. Pass an approximate index such as HNSW, Annoy, or NNDescent to avoid the exact O(N^2) search on large datasets. Default is null | dimred/index.js:109 |
metric? | Metric | the metric which defines the distance between two points. | dimred/index.js:107 |
neighbors? | number | The number of neighbors for LLE. | dimred/index.js:105 |
seed? | number | the seed for the random number generator. | dimred/index.js:108 |